BioPro: Towards Difference-Aware Gender Fairness for Vision-Language Models

Yujie Lin, Jiayao Ma, Qingguo Hu +5

Vision-Language Models (VLMs) inherit significant social biases from their training data, notably in gender representation. Current fairness interventions often adopt a difference-…